
Remote Sensing and Python Expert
1 day ago
Company Description
Company Name
- Semantic Technologies and Agritech Services Private Limited
Company Website
-
About Company -
We use Real Time Big Data Analysis, Digital Technology, GIS Mapping combined with Satellite/Drone Imagery, Remote Sensing and Weather Data to create innovative products. We provide advanced technology solutions to monitor crop health, estimate crop yield, perform end-to-end digital Crop Cutting Experiments (CCEs), Smart Sampling and also use Satellite/Drone data for Crop Loss Assessment. We are a group of young and talented agriculturists, remote sensing, GIS, Agri-insurance and IT professionals with ground-breaking ideas that we hope will contribute towards a better tomorrow.
Job Title –
Remote Sensing & GIS Python Developer
Location –
Senapati Bapat Road, Pune
(Work From Office)
About the Role:
We are looking for a skilled
Remote Sensing & GIS Python Developer
to design, develop, and implement algorithms for agricultural applications using
remote sensing and GIS data
. The candidate will apply
machine learning and deep learning techniques
to extract actionable insights for agriculture, including crop monitoring and crop Classification, yield estimation, irrigation management, and land cover classification.
Key Responsibilities:
- Develop and implement
Remote Sensing (RS) and GIS-based algorithms
for agricultural data analysis. - Preprocess, analyze, and visualize satellite and UAV imagery (Sentinel, Landsat, LISS IV, etc.) for agricultural applications.
- Build
Machine Learning and Deep Learning models
(e.g., Random Forest, XGBoost, CNN, UNet) for crop classification, disease detection, and yield prediction. - Integrate GIS spatial analysis into predictive modeling and decision-making pipelines.
- Automate workflows for
RS & GIS data processing
using Python libraries like
GDAL, Rasterio, Geopandas, Shapely, Earth Engine API
. - Work with
multi-temporal and multi-spectral datasets
for generating agricultural insights. - Collaborate with agronomists and data scientists to validate models and improve accuracy.
- Optimize algorithms for scalability and high-performance computing.
- Prepare technical documentation, reports, and visualisations for stakeholders.
Required Skills & Qualifications:
- Strong proficiency in Python
for data analysis, algorithm development, and automation. - Hands-on experience in
Remote Sensing and GIS
using tools like
QGIS, ArcGIS, and Google Earth Engine (GEE)
. - Experience with
ML/DL frameworks
: TensorFlow, PyTorch, Scikit-learn, Keras, XGBoost. - Knowledge of
image processing, spectral indices (NDVI, EVI, SAVI), SAR, and multispectral/hyperspectral data analysis
. - Ability to handle
vector and raster datasets
, perform spatial joins, projections, buffering, and zonal statistics. - Understanding of
agricultural science, crop phenology, and field-level monitoring
. - Strong problem-solving skills, algorithmic thinking, and attention to detail.
- Familiarity with cloud computing and APIs for satellite data (Google Earth Engine, AWS, Sentinel Hub).
- Good communication skills to collaborate with multi-disciplinary teams.
Preferred Qualifications
- M.Tech or M.Sc. in Geoinformatics, Remote Sensing, GIS, Geography Msc, Agricultural Engineering, or related disciplines.
- Experience with field data collection and validation.
- Background in precision agriculture applications.
- Prior experience handling large-scale agricultural RS/GIS projects.
- Knowledge of time-series analysis for crop monitoring and seasonal variability.
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